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Arpat

PROFILE

Arpat

Worked on backend development for the ahujasid/blender-mcp repository, focusing on enhancing security in Python-based automation tools. Addressed prompt-injection risks by removing vulnerable lines from the docstrings of key MCP tool functions, specifically targeting get_hyper3d_status and get_hunyuan3d_status. This change improved prompt hygiene and reduced the risk of hidden steering in large language model prompts, thereby strengthening the reliability of automated responses. The update did not affect user-facing interfaces but contributed to safer backend operations. Emphasized security best practices and ensured traceability by linking the changes to a specific commit and issue closure for future audits.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
4
Activity Months1

Work History

June 2026

1 Commits • 1 Features

Jun 1, 2026

June 2026 monthly summary for ahujasid/blender-mcp: Implemented security hardening by removing prompt-injection lines from the docstrings used in MCP tool prompts, preventing hidden steering in LLMs. This targeted change focused on get_hyper3d_status and get_hunyuan3d_status docstrings and is recorded in commit f76420613e5abb7c965df7ca84a1c52f3a211c5b (closes #214). The change did not alter user-facing UI but substantially reduces risk of tool poisoning and increases prompt hygiene for reliable automation.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

backend developmentsecurity best practices

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

ahujasid/blender-mcp

Jun 2026 Jun 2026
1 Month active

Languages Used

Python

Technical Skills

backend developmentsecurity best practices